Environment Triage

Agent Context Isolation

Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity

Problem-solving strategies for rings in abstract algebra

Implement technical plans from thoughts/shared/plans with verification

TDD workflow for migrations - orchestrate agents, zero main context growth

Never Use TaskOutput

Search Mathlib for lemmas by type signature pattern

Problem-solving strategies for second order odes in odes pdes

Problem-solving strategies for contour integrals in complex analysis

Analyze brownfield codebase and create initial continuity ledger

Generate comprehensive PR descriptions following repository templates

Braintrust tracing for Claude Code - hook architecture, sub-agent correlation, debugging

Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase

Full 5-layer analysis of a specific function. Use when debugging or deeply understanding code.

Identify failure modes before they occur using structured risk analysis

Get a token-efficient overview of any project using the TLDR stack

Problem-solving strategies for compactness in topology

AI-powered web search, research, and reasoning via Perplexity

Search library documentation and code examples via Nia